Field Of Study

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Ontologies Syntax Morphology Phonology Typology Psycholinguistics

Task

Language Understanding Morphological Analysis Tagging Chunking Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Dialogue and Interactive Systems ASR Word Segmentation Biomedical Social Science Ethics

Approach

Topic Modeling Deep Learning Structured Prediction Generative Model Representation Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean French Arabic Hebrew Low-Resource Languages

Dataset

Scientific Literature News Social Media Twitter Clinical Notes